**M**ultiscale **G**eographically **W**eighted **R**egression (MGWR)
=======================================
[](https://travis-ci.org/pysal/mgwr)
[](https://mgwr.readthedocs.io/en/latest/?badge=latest)
[](https://badge.fury.io/py/mgwr)
This module provides functionality to calibrate multiscale (M)GWR as well as traditional GWR. It is
built upon the sparse generalized linear modeling (spglm) module.
Features
--------
- GWR model calibration via iteratively weighted least squares for Gaussian,
Poisson, and binomial probability models.
- GWR bandwidth selection via golden section search or equal interval search
- GWR-specific model diagnostics, including a multiple hypothesis test
correction and local collinearity
- Monte Carlo test for spatial variability of parameter estimate surfaces
- GWR-based spatial prediction
- MGWR model calibration via GAM iterative backfitting for Gaussian model
- MGWR covariate-specific inference, including a multiple hypothesis test
correction and local collinearity
混合地理加权回归python实现代码 （156个子文件） 
make.bat 802B references.bib 21KB setup.cfg 40B pysal-styles.css 2KB clearwater_GS_F_listwise.csv 113KB clearwater_GS_NN_listwise.csv 113KB clearwater_BS_F_listwise.csv 113KB clearwater_BS_NN_listwise.csv 113KB tokyo_GS_F_listwise.csv 96KB tokyo_BS_NN_listwise.csv 96KB tokyo_BS_NN_OFF_listwise.csv 96KB tokyo_GS_NN_listwise.csv 96KB tokyo_BS_F_listwise.csv 96KB ga_bs_nn_longlat_listwise.csv 59KB georgia_GS_F_listwise.csv 58KB georgia_BS_NN_listwise.csv 58KB georgia_GS_NN_listwise.csv 58KB georgia_BS_F_listwise.csv 58KB landslides.csv 30KB Tokyomortality.csv 15KB GData_utm.csv 14KB local_vdp.csv 12KB local_vif.csv 9KB local_corr.csv 6KB local_cn.csv 3KB tokyo_BS_NN_OFF.ctl 821B tokyo_BS_NN.ctl 818B tokyo_GS_NN.ctl 818B tokyo_GS_F.ctl 816B tokyo_BS_F.ctl 816B georgia_GS_NN.ctl 808B georgia_BS_NN.ctl 808B georgia_GS_F.ctl 806B georgia_BS_F.ctl 806B clearwater_BS_NN.ctl 785B clearwater_GS_NN.ctl 785B clearwater_GS_F.ctl 783B clearwater_BS_F.ctl 783B SampleTokyoMortalityGWPR.ctl 772B streams.dbf 1.37MB G_utm.dbf 47KB tokyomet262.dbf 8KB quads.dbf 2KB .DS_Store 6KB .gitignore 232B pysal_favicon.ico 15KB MANIFEST.in 93B MGWR_Georgia_example.ipynb 3.73MB GWR_prediction_example.ipynb 149KB GWR_Georgia_example.ipynb 148KB gitcount.ipynb 27KB GWR_MGWR_example.ipynb 5KB LICENSE 1KB Makefile 655B CHANGELOG.md 3KB README.md 1KB mgwr_example.p 2.18MB
gwr-mgwr.png 695KB tokyomet262.prj 386B gwr.py 65KB test_gwr.py 51KB sel_bw.py 18KB conf.py 8KB search.py 7KB summary.py 7KB kernels.py 6KB test_sel_bw.py 6KB utils.py 6KB test_kernels.py 4KB diagnostics.py 2KB setup.py 2KB __init__.py 110B __init__.py 0B index.rst 1KB installation.rst 1KB api.rst 962B mgwr.gwr.GWRResultsLite.rst 158B mgwr.gwr.GWRResults.rst 151B mgwr.gwr.MGWRResults.rst 149B mgwr.sel_bw.Sel_BW.rst 147B mgwr.utils.truncate_colormap.rst 127B mgwr.gwr.MGWRResults.spatial_variability.rst 125B mgwr.kernels.adapt_bisquare.rst 124B mgwr.utils.compare_surfaces.rst 124B mgwr.gwr.MGWRResults.local_collinearity.rst 124B mgwr.gwr.GWResults.spatial_variability.rst 122B mgwr.gwr.GWResults.local_collinearity.rst 121B mgwr.gwr.MGWRResults.critical_tval.rst 119B mgwr.gwr.MGWRResults.filter_tvals.rst 118B mgwr.kernels.fix_bisquare.rst 118B mgwr.utils.shift_colormap.rst 118B mgwr.gwr.GWResults.critical_tval.rst 116B mgwr.kernels.adapt_gauss.rst 115B mgwr.gwr.GWResults.filter_tvals.rst 115B mgwr.gwr.GWR.rst 113B mgwr.gwr.MGWRResults.summary.rst 113B mgwr.gwr.GWResults.cov_params.rst 113B mgwr.gwr.GWResults.adj_alpha.rst 112B mgwr.gwr.MGWR.rst 111B mgwr.gwr.GWResults.conf_int.rst 111B共 156 条
- 1
- 2
评论1
最新资源